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FARE-20B

Ready
model path:accounts/fireworks/models/fare-20b

FARE-20B is a multi-task evaluator fine-tuned from gpt-oss-20B. It’s trained on a broad, multi-domain dataset using rejection-sampled SFT and can handle tasks like pairwise comparison, step-level scoring, reference-based and reference-free verification, and single-score assessment.

FARE-20B API Features

On-demand Deployment

Docs

On-demand deployments allow you to use FARE-20B on dedicated GPUs with Fireworks' high-performance serving stack with high reliability and no rate limits.

Metadata

State
Ready
Created on
22 NOV, 2025
Kind
Base model
Provider
Fireworks

Specifications

Calibrated
No
Mixture-of-Experts
No
Parameters
20.9B

Supporting Functionality

Fine-tuning
Not Supported
Serverless
Not Supported
Context Length
131k tokens
Function Calling
Not Supported
Embeddings
Not Supported
Rerankers
Not Supported
Supporting image input
Not Supported